-
1
-
-
0026992322
-
An analysis of Bayesian classifiers
-
AAAI Press, Stanford
-
Langley, P., Iba, W., Thomas, K.: An analysis of Bayesian classifiers. In: Proceedings of the Tenth National Conference of Artificial Intelligence, pp. 223-228. AAAI Press, Stanford (1992)
-
(1992)
Proceedings of the Tenth National Conference of Artificial Intelligence
, pp. 223-228
-
-
Langley, P.1
Iba, W.2
Thomas, K.3
-
3
-
-
0001019707
-
Learning Bayesian networks is NP-Complete
-
Fisher, D, Lenz, H, eds, Springer, Heidelberg
-
Chickering, D.M.: Learning Bayesian networks is NP-Complete. In: Fisher, D., Lenz, H. (eds.) Learning from Data: Artificial Intelligence and Statistics V, pp. 121-130. Springer, Heidelberg (1996)
-
(1996)
Learning from Data: Artificial Intelligence and Statistics V
, pp. 121-130
-
-
Chickering, D.M.1
-
5
-
-
34547506882
-
Evolutional Naive Bayes
-
China University of Geosciences Press, pp
-
Jiang, L., Zhang, H., Cai, Z., Su, J.: Evolutional Naive Bayes. In: Proceedings of the 1st International Symposium on Intelligent Computation and its Applications, ISICA, China University of Geosciences Press, pp.344-350 (2005)
-
(2005)
Proceedings of the 1st International Symposium on Intelligent Computation and its Applications, ISICA
, pp. 344-350
-
-
Jiang, L.1
Zhang, H.2
Cai, Z.3
Su, J.4
-
7
-
-
78650099338
-
Scaling up the Naive Bayesian Classifier: Using Decision Trees for Feature Selection
-
Japan
-
Ratanamahatana, C.A., Gunopulos, D.: Scaling up the Naive Bayesian Classifier: Using Decision Trees for Feature Selection. In: proceedings of Workshop on Data Cleaning and Preprocessing (DCAP 2002), at IEEE International Conference on Data Mining (ICDM 2002), Maebashi, Japan (2002)
-
(2002)
proceedings of Workshop on Data Cleaning and Preprocessing (DCAP 2002), at IEEE International Conference on Data Mining (ICDM 2002), Maebashi
-
-
Ratanamahatana, C.A.1
Gunopulos, D.2
-
9
-
-
84933530882
-
Approximating discrete probability distributions with dependence trees
-
Chow, C.K., Liu, C.N.: Approximating discrete probability distributions with dependence trees. IEEE Trans, on Information Theory 14, 462C-467 (1968)
-
(1968)
IEEE Trans, on Information Theory
, vol.14
-
-
Chow, C.K.1
Liu, C.N.2
-
11
-
-
84942890906
-
An improved learning algorithm for augmented naive Bayes
-
Cheung, D, Williams, G.J, Li, Q, eds, PAKDD 2001, Springer, Heidelberg
-
Zhang, H., Ling, C.X.: An improved learning algorithm for augmented naive Bayes. In: Cheung, D., Williams, G.J., Li, Q. (eds.) PAKDD 2001. LNCS (LNAI), vol. 2035, pp. 581-586. Springer, Heidelberg (2001)
-
(2001)
LNCS (LNAI
, vol.2035
, pp. 581-586
-
-
Zhang, H.1
Ling, C.X.2
-
12
-
-
26944497865
-
-
Jiang, L., Zhang, H., Cai, Z., Su, J.: One Dependence Augmented Naive Bayes. In: Li, X., Wang, S., Dong, Z.Y. (eds.) ADMA 2005. LNCS (LNAI), 3584, pp. 186-194. Springer, Heidelberg (2005)
-
Jiang, L., Zhang, H., Cai, Z., Su, J.: One Dependence Augmented Naive Bayes. In: Li, X., Wang, S., Dong, Z.Y. (eds.) ADMA 2005. LNCS (LNAI), vol. 3584, pp. 186-194. Springer, Heidelberg (2005)
-
-
-
-
13
-
-
14844351034
-
Not so naive bayes: Aggregating one-dependence estimators
-
Webb, G.I., Boughton, J., Wang, Z.: Not so naive bayes: Aggregating one-dependence estimators. Machine Learning 58, 5-24 (2005)
-
(2005)
Machine Learning
, vol.58
, pp. 5-24
-
-
Webb, G.I.1
Boughton, J.2
Wang, Z.3
-
14
-
-
33749571155
-
Weightily Averaged One-Dependence Estimators
-
Yang, Q, Webb, G, eds, PRICAI 2006, Springer, Heidelberg
-
Jiang, L., Zhang, H.: Weightily Averaged One-Dependence Estimators. In: Yang, Q., Webb, G. (eds.) PRICAI 2006. LNCS (LNAI), vol. 4099, pp. 970-974. Springer, Heidelberg (2006)
-
(2006)
LNCS (LNAI
, vol.4099
, pp. 970-974
-
-
Jiang, L.1
Zhang, H.2
-
15
-
-
29344462495
-
-
Zhang, H., Jiang, L., Su, J.: Hidden Naive Bayes. In: Proceedings of the 20th National Conference on Artificial Intelligence, AAAI 2005, pp. 919-924. AAAI Press, Stanford (2005)
-
Zhang, H., Jiang, L., Su, J.: Hidden Naive Bayes. In: Proceedings of the 20th National Conference on Artificial Intelligence, AAAI 2005, pp. 919-924. AAAI Press, Stanford (2005)
-
-
-
-
17
-
-
38049019282
-
-
Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)
-
Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)
-
-
-
-
18
-
-
24644467293
-
Locally Weighted Naive Bayes
-
Morgan Kaufmann, Seattle
-
Frank, E., Hall, M., Pfahringer, B.: Locally Weighted Naive Bayes. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (2003), pp. 249-256. Morgan Kaufmann, Seattle (2003)
-
(2003)
Proceedings of the Conference on Uncertainty in Artificial Intelligence
, pp. 249-256
-
-
Frank, E.1
Hall, M.2
Pfahringer, B.3
-
19
-
-
26944475556
-
Instance Cloning Local Naive Bayes
-
Kégl, B, Lapalme, G, eds, Canadian AI 2005, Springer, Heidelberg
-
Jiang, L., Zhang, H., Su, J.: Instance Cloning Local Naive Bayes. In: Kégl, B., Lapalme, G. (eds.) Canadian AI 2005. LNCS (LNAI), vol. 3501, pp. 280-291. Springer, Heidelberg (2005)
-
(2005)
LNCS (LNAI
, vol.3501
, pp. 280-291
-
-
Jiang, L.1
Zhang, H.2
Su, J.3
-
20
-
-
0034301677
-
Lazy Learning of Bayesian Rules
-
Zheng, Z., Webb, G.I.: Lazy Learning of Bayesian Rules. Machine Learning 41(1), 53-84 (2000)
-
(2000)
Machine Learning
, vol.41
, Issue.1
, pp. 53-84
-
-
Zheng, Z.1
Webb, G.I.2
-
21
-
-
84930245350
-
A Selective Neighborhood Based Naive Bayes for Lazy Learning
-
Chen, M.-S, Yu, P.S, Liu, B, eds, PAKDD 2002, Springer, Heidelberg
-
Xie, Z., Hsu, W., Liu, Z., Lee, M.: A Selective Neighborhood Based Naive Bayes for Lazy Learning. In: Chen, M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. LNCS (LNAI), vol. 2336, pp. 104-114. Springer, Heidelberg (2002)
-
(2002)
LNCS (LNAI
, vol.2336
, pp. 104-114
-
-
Xie, Z.1
Hsu, W.2
Liu, Z.3
Lee, M.4
-
22
-
-
33750552514
-
-
Jiang, L., Zhang, H., Cai, Z.: Dynamic K-Nearest-Neighbor Naive Bayes with Attribute Weighted. In: Wang, L., Jiao, L., Shi, G., Li, X., Liu, J. (eds.) FSKD 2006. LNCS (LNAI), 4223, pp. 365-368. Springer, Heidelberg (2006)
-
Jiang, L., Zhang, H., Cai, Z.: Dynamic K-Nearest-Neighbor Naive Bayes with Attribute Weighted. In: Wang, L., Jiao, L., Shi, G., Li, X., Liu, J. (eds.) FSKD 2006. LNCS (LNAI), vol. 4223, pp. 365-368. Springer, Heidelberg (2006)
-
-
-
-
23
-
-
33749371660
-
Learning Lazy Naive Bayesian Classifiers for Ranking
-
IEEE Computer Society Press, Los Alamitos
-
Jiang, L., Guo, Y.: Learning Lazy Naive Bayesian Classifiers for Ranking. In: Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2005, pp. 412-416. IEEE Computer Society Press, Los Alamitos (2005)
-
(2005)
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence, ICTAI
, pp. 412-416
-
-
Jiang, L.1
Guo, Y.2
-
24
-
-
34548566254
-
-
Jiang, L., Zhang, H.: Learning Instance Greedily Cloning Naive Bayes for Ranking. In: Proceedings of the 5th IEEE International Conference on Data Mining, ICDM 2005, pp. 202-209. IEEE Computer Society Press, Los Alamitos (2005)
-
Jiang, L., Zhang, H.: Learning Instance Greedily Cloning Naive Bayes for Ranking. In: Proceedings of the 5th IEEE International Conference on Data Mining, ICDM 2005, pp. 202-209. IEEE Computer Society Press, Los Alamitos (2005)
-
-
-
-
26
-
-
38049078819
-
UCI repository of machine learning databases
-
University of California, Irvine
-
Merz, C., Murphy, P., Aha, D.: UCI repository of machine learning databases. In: Dept of ICS, University of California, Irvine (1997), http://www.ics.uci.edu/ mlearn/MLRepository.html
-
(1997)
Dept of ICS
-
-
Merz, C.1
Murphy, P.2
Aha, D.3
-
27
-
-
0006494973
-
Inference for the generalization error
-
MIT Press, Cambridge
-
Nadeau, C., Bengio, Y.: Inference for the generalization error. In: Advances in Neural Information Processing Systems 12, pp. 307-313. MIT Press, Cambridge (1999)
-
(1999)
Advances in Neural Information Processing Systems
, vol.12
, pp. 307-313
-
-
Nadeau, C.1
Bengio, Y.2
-
28
-
-
0003562954
-
A simple generalisation of the area under the ROC curve for multiple class classification problems
-
Hand, D.J., Till, R.J.: A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning 45, 171-186 (2001)
-
(2001)
Machine Learning
, vol.45
, pp. 171-186
-
-
Hand, D.J.1
Till, R.J.2
-
29
-
-
84880794162
-
AUC: A statistically consistent and more discriminating measure than accuracy
-
Morgan Kaufmann, San Francisco
-
Ling, C.X., Huang, J., Zhang, H.: AUC: a statistically consistent and more discriminating measure than accuracy. In: Proceedings of the International Joint Conference on Artificial Intelligence IJCAI03, Morgan Kaufmann, San Francisco (2003)
-
(2003)
Proceedings of the International Joint Conference on Artificial Intelligence IJCAI03
-
-
Ling, C.X.1
Huang, J.2
Zhang, H.3
-
31
-
-
33746098151
-
Learning Naive Bayes for Probability Estimation by Feature Selection
-
Lamontagne, L, Marchand, M, eds, Canadian AI 2006, Springer, Heidelberg
-
Jiang, L., Zhang, H.: Learning Naive Bayes for Probability Estimation by Feature Selection. In: Lamontagne, L., Marchand, M. (eds.) Canadian AI 2006. LNCS (LNAI), vol. 4013, pp. 503-514. Springer, Heidelberg (2006)
-
(2006)
LNCS (LNAI
, vol.4013
, pp. 503-514
-
-
Jiang, L.1
Zhang, H.2
-
32
-
-
14344256569
-
Learning Bayesian Network Classifiers by Maximizing Conditional Likelihood
-
ACM Press, Banff, Canada
-
Grossman, D., Domingos, P.: Learning Bayesian Network Classifiers by Maximizing Conditional Likelihood. In: Proceedings of the Twenty-First International Conference on Machine Learning, pp. 361-368. ACM Press, Banff, Canada (2004)
-
(2004)
Proceedings of the Twenty-First International Conference on Machine Learning
, pp. 361-368
-
-
Grossman, D.1
Domingos, P.2
-
33
-
-
22944451492
-
-
Zhang, H., Su, J.: Naive Bayesian classifiers for ranking. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) ECML 2004. LNCS (LNAI), 3201, pp. 501-512. Springer, Heidelberg (2004)
-
Zhang, H., Su, J.: Naive Bayesian classifiers for ranking. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) ECML 2004. LNCS (LNAI), vol. 3201, pp. 501-512. Springer, Heidelberg (2004)
-
-
-
-
34
-
-
31844432421
-
-
Zhang, H., Jiang, L., Su, J.: Augmenting Naive Bayes for Ranking. In: Proceedings of the 22nd International Conference on Machine Learning, ICML 2005, pp. 1025-1032. ACM, New York (2005)
-
Zhang, H., Jiang, L., Su, J.: Augmenting Naive Bayes for Ranking. In: Proceedings of the 22nd International Conference on Machine Learning, ICML 2005, pp. 1025-1032. ACM, New York (2005)
-
-
-
-
35
-
-
38049074026
-
Discriminatively Improving Naive Bayes by Evolutionary Feature Selection
-
Jiang, L., Zhang, H., Cai, Z.: Discriminatively Improving Naive Bayes by Evolutionary Feature Selection. Romanian Journal of Information Science and Technology 9(3), 163-174 (2006)
-
(2006)
Romanian Journal of Information Science and Technology
, vol.9
, Issue.3
, pp. 163-174
-
-
Jiang, L.1
Zhang, H.2
Cai, Z.3
|